Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9975803 0.9761544
bt 0.8244948 0.5055022
maxnet 0.7631465 0.4492560
gam 0.7981077 0.4548434
glm 0.7414232 0.4355589

Variable Importance

Partial Dependence